Paper Citation Record · LEDGER

Multi-Scale Conformal Prediction: A Theoretical Framework with Coverage Guarantees

As of 8 August 2026, this Paper Citation Record lists 30 of 30 outbound references and 1 inbound Pith citation observation for arXiv:2502.05565.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2502.05565 v1

Coverage vector

measured 30 of 30 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T18:56:27.598058Z

measured 31 of 31 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T06:01:12.904476Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: pith, observed 2026-08-05T06:01:13.253309Z

Reference resolution

30 of 30 outbound references displayed

verified exact0
verified fuzzy19
unresolved11
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d0181d7a-fe91-4c32-8cdc-d2e2649d1ddc · outbound

This paper cites Integrating machine learning and multiscale modeling—perspectives, challenges, and opportunities in the biolog- ical, biomedical, and behavioral sciences.

Multi-Scale Conformal Prediction: A Theoretical Framework with Coverage Guarantees Integrating machine learning and multiscale modeling—perspectives, challenges, and opportunities in the biolog- ical, biomedical, and behavioral sciences

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T18:56:27.896250Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 0d002b9f-c3f9-46cd-8225-da1f5e47d822 · outbound

This paper cites Conformal prediction: A gentle introduction.

Multi-Scale Conformal Prediction: A Theoretical Framework with Coverage Guarantees Conformal prediction: A gentle introduction

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T18:56:27.885695Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c46e1a73-60a6-4a42-b22f-e7a98183f57a · outbound

This paper cites Exploring the role of simulator fidelity in the safety validation of learning-enabled au- tonomous systems.

Multi-Scale Conformal Prediction: A Theoretical Framework with Coverage Guarantees Exploring the role of simulator fidelity in the safety validation of learning-enabled au- tonomous systems

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T18:56:27.875803Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 25068d9c-9a23-423b-b871-d7c6b009b301 · outbound

This paper cites Safety validation of learning-based autonomous systems: A multi-fidelity approach.

Multi-Scale Conformal Prediction: A Theoretical Framework with Coverage Guarantees Safety validation of learning-based autonomous systems: A multi-fidelity approach

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T18:56:27.866009Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 9f06e776-c7d2-4a2f-9470-e54d36023c94 · outbound

This paper cites SMTL: A Stratified Logic for Expressive Multi-Level Temporal Specifications.

Multi-Scale Conformal Prediction: A Theoretical Framework with Coverage Guarantees SMTL: A Stratified Logic for Expressive Multi-Level Temporal Specifications

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-08T18:56:27.508213Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bcda1176-707b-4ba3-98c9-1c16eba4a003 · outbound

This paper cites Black-Box Safety Validation of Autonomous Systems: A Multi-Fidelity Reinforcement Learning Approach.

Multi-Scale Conformal Prediction: A Theoretical Framework with Coverage Guarantees Black-Box Safety Validation of Autonomous Systems: A Multi-Fidelity Reinforcement Learning Approach

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-08T18:56:27.512355Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 03c3e6f6-a055-4154-8e29-e0e912291b9d · outbound

This paper cites Improved online conformal prediction via strongly adaptive online learning.

Multi-Scale Conformal Prediction: A Theoretical Framework with Coverage Guarantees Improved online conformal prediction via strongly adaptive online learning

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-08T18:56:27.516761Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f93978ed-b7f7-4eed-8898-84a17de95fc9 · outbound

This paper cites Multi-fidelity design framework inte- grating compositional kernels to facilitate early-stage design exploration of complex systems.

Multi-Scale Conformal Prediction: A Theoretical Framework with Coverage Guarantees Multi-fidelity design framework inte- grating compositional kernels to facilitate early-stage design exploration of complex systems

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T18:56:27.849792Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 73795990-1650-4a0f-8b38-722b88093531 · outbound

This paper cites Distributional conformal prediction.

Multi-Scale Conformal Prediction: A Theoretical Framework with Coverage Guarantees Distributional conformal prediction

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T18:56:27.839818Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 13976c1d-cf5e-4da5-b0ef-29bab123fb83 · outbound

This paper cites On the expected size of conformal pre- diction sets.

Multi-Scale Conformal Prediction: A Theoretical Framework with Coverage Guarantees On the expected size of conformal pre- diction sets

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T18:56:27.830308Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 4e4678bc-14e5-45db-970a-25670a630e28 · outbound

This paper cites A review on multiscale-deep-learning applications.

Multi-Scale Conformal Prediction: A Theoretical Framework with Coverage Guarantees A review on multiscale-deep-learning applications

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T18:56:27.820957Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a178935d-e2dd-4f81-8efe-596d9006187c · outbound

This paper cites Review of multi-fidelity models.

Multi-Scale Conformal Prediction: A Theoretical Framework with Coverage Guarantees Review of multi-fidelity models

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-08T18:56:27.534247Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2a9b1b21-eaae-4463-98ad-88a11478c22e · outbound

This paper cites Multi-fidelity optimization via sur- rogate modelling.

Multi-Scale Conformal Prediction: A Theoretical Framework with Coverage Guarantees Multi-fidelity optimization via sur- rogate modelling

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T18:56:27.811033Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 57d64533-1b78-41e0-8141-72ebbf7de720 · outbound

This paper cites Adaptive conformal inference under distribution shift.

Multi-Scale Conformal Prediction: A Theoretical Framework with Coverage Guarantees Adaptive conformal inference under distribution shift

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-08T18:56:27.541726Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 51dd0239-e1a1-4314-8926-0824a0d91327 · outbound

This paper cites Verifiably Robust Conformal Prediction.

Multi-Scale Conformal Prediction: A Theoretical Framework with Coverage Guarantees Verifiably Robust Conformal Prediction

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-08T18:56:27.545175Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2443a107-edff-464d-8f8e-2e5292a1c5a1 · outbound

This paper cites Quantifying deep learning model uncertainty in conformal predic- tion.

Multi-Scale Conformal Prediction: A Theoretical Framework with Coverage Guarantees Quantifying deep learning model uncertainty in conformal predic- tion

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T18:56:27.795777Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation cd154714-ec41-4235-b569-d4372a9fc002 · outbound

This paper cites Length Optimization in Conformal Prediction.

Multi-Scale Conformal Prediction: A Theoretical Framework with Coverage Guarantees Length Optimization in Conformal Prediction

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-08T18:56:27.552418Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fc3490d0-5274-4a2c-a127-00ef96df5e70 · outbound

This paper cites Distribution-free predictive inference for regression.

Multi-Scale Conformal Prediction: A Theoretical Framework with Coverage Guarantees Distribution-free predictive inference for regression

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T18:56:27.785822Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 1ea577ea-e3c2-421d-b579-5b1f79eda4b2 · outbound

This paper cites Hierarchical deep learning of multiscale differential equation time-steppers.

Multi-Scale Conformal Prediction: A Theoretical Framework with Coverage Guarantees Hierarchical deep learning of multiscale differential equation time-steppers

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T18:56:27.776046Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 3774fb24-b3ed-4b95-a835-8600712533a8 · outbound

This paper cites Multiscale modeling meets machine learning: What can we learn? Archives of Computational Methods in Engineer- ing, 28:1017–1037, 2021.

Multi-Scale Conformal Prediction: A Theoretical Framework with Coverage Guarantees Multiscale modeling meets machine learning: What can we learn? Archives of Computational Methods in Engineer- ing, 28:1017–1037, 2021

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T18:56:27.765794Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 85d573cd-fa91-4098-92d6-360b183cffdb · outbound

This paper cites Conformal Prediction for Hierarchical Data.

Multi-Scale Conformal Prediction: A Theoretical Framework with Coverage Guarantees Conformal Prediction for Hierarchical Data

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-08T18:56:27.566738Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 94c37724-d098-4dc3-840c-d488de662728 · outbound

This paper cites Conformalized quantile regression.

Multi-Scale Conformal Prediction: A Theoretical Framework with Coverage Guarantees Conformalized quantile regression

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-08T18:56:27.570800Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ddd4807e-67e8-40d5-a819-d933b33c8bdf · outbound

This paper cites Bayesian hierarchical multi-subject multiscale analysis of functional mri data.

Multi-Scale Conformal Prediction: A Theoretical Framework with Coverage Guarantees Bayesian hierarchical multi-subject multiscale analysis of functional mri data

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T18:56:27.750048Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 008f4f1f-dc19-4bbb-b32f-bd3811e7d25d · outbound

This paper cites A tutorial on conformal prediction.

Multi-Scale Conformal Prediction: A Theoretical Framework with Coverage Guarantees A tutorial on conformal prediction

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-08T18:56:27.577688Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 22cc5231-d008-4077-b043-6d37e273b32a · outbound

This paper cites Falsification of learning-based controllers through multi-fidelity Bayesian optimization.

Multi-Scale Conformal Prediction: A Theoretical Framework with Coverage Guarantees Falsification of learning-based controllers through multi-fidelity Bayesian optimization

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T18:56:27.732851Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 55231a04-bf65-4b90-b8f2-07c5b6cd885c · outbound

This paper cites Conformal time-series forecasting.

Multi-Scale Conformal Prediction: A Theoretical Framework with Coverage Guarantees Conformal time-series forecasting

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T18:56:27.722476Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c0115dce-7e87-4bd1-ad0f-deb7e2f0aaa3 · outbound

This paper cites Multi-modal conformal predic- tion regions with simple structures by optimizing convex shape templates.

Multi-Scale Conformal Prediction: A Theoretical Framework with Coverage Guarantees Multi-modal conformal predic- tion regions with simple structures by optimizing convex shape templates

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T18:56:27.712242Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 1600ad75-108a-475c-8dba-8095abbda662 · outbound

This paper cites Delving into temperature scaling for adaptive conformal prediction.

Multi-Scale Conformal Prediction: A Theoretical Framework with Coverage Guarantees Delving into temperature scaling for adaptive conformal prediction

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T18:56:27.701799Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 1931f80b-d138-4ec6-8273-da047816db2b · outbound

This paper cites Provably Robust Conformal Prediction with Improved Efficiency.

Multi-Scale Conformal Prediction: A Theoretical Framework with Coverage Guarantees Provably Robust Conformal Prediction with Improved Efficiency

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-08T18:56:27.594551Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 606256a0-dd31-4a0f-86f0-86bc781fa9ee · outbound

This paper cites Multi resolution analysis (MRA) for approximate self-attention.

Multi-Scale Conformal Prediction: A Theoretical Framework with Coverage Guarantees Multi resolution analysis (MRA) for approximate self-attention

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T18:56:27.690973Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Pith citing papers

Observation 8321bdeb-32fc-4739-a8c2-094211bd72d4 · inbound

Split Conformal Prediction in the Function Space with Neural Operators cites this paper.

Split Conformal Prediction in the Function Space with Neural Operators Multi-Scale Conformal Prediction: A Theoretical Framework with Coverage Guarantees

Reference 4

Resolution: verified exact; local_arxiv, observed 2026-08-05T06:01:13.257989Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.